Due to the cumbersome nature of human evaluation and limitations of code-based
evaluation, Large Language Models (LLMs) are increasingly being used to assist humans in …

This paper proposes the concept of artificial intelligence co-piloted auditing, emphasizing
the collaborative potential of auditors and foundation models in the auditing domain. The …

Data analysis is challenging as analysts must navigate nuanced decisions that may yield
divergent conclusions. AI assistants have the potential to support analysts in planning their …

LLM-powered tools like ChatGPT Data Analysis, have the potential to help users tackle the
challenging task of data analysis programming, which requires expertise in data processing …

AI Should Challenge, Not Obey | Communications of the ACM skip to main content ACM Digital
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Conversational interfaces powered by Large Language Models (LLMs) have recently
become a popular way to obtain feedback during document editing. However, standard chat …

Organisations generate vast amounts of information, which has resulted in a long-term
research effort into knowledge access systems for enterprise settings. Recent developments …

Sensemaking in unfamiliar domains can be challenging, demanding considerable user
effort to compare different options with respect to various criteria. Prior research and our …

Large language models can be prompted to produce text. They can also be prompted to
produce" explanations" of their output. But these are not really explanations, because they …

This paper explores the potential of AI-powered tools to reshape data analysis, focusing on
design considerations and challenges. We explore how the emergence of large language …